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I audited 12 startup stacks in 90 days. Here is what breaks before 1,000 users every single time.
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I audited 12 startup stacks in 90 days. Here is what breaks before 1,000 users every single time.

via Dev.toAyobami Adejumo

The thing that breaks before 1,000 users is almost never the code. Not a race condition. Not a memory leak. Not a missing index. Founders assume their app will collapse because of a bug they could have caught in PR review. Engineers assume they'll get paged for a logic error at 2am. Neither is true. In twelve startup audits, the first failure was always an infrastructure primitive. A limit someone didn't know existed. An environment that didn't exist at all. A default that worked perfectly at 50 users and silently died at 500. The first thing I check on any stack is the Supabase project plan. If it is on the free tier with more than 20 active users, the connection pool is already at 60% capacity. Most founders have no idea. They only find out when PGRST 104 appears in their logs at 3pm on a Tuesday — right when their biggest customer is running a demo. That error message means "too many clients already." Not "your query is slow." Not "your code is wrong." Just: you hit a number you did

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